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- W4376456937 abstract "Serverless Function-as-a-Service (FaaS) is a rapidly growing computing paradigm in the cloud era. To provide rapid service response and save network bandwidth, traditional cloud-based FaaS platforms have been extended to the edge. However, launching functions in a heterogeneous computing continuum (HCC) that includes the cloud, fog, and the edge brings new challenges: determining <italic xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>where functions should be delivered and how many resources should be allocated.</i> To optimize the cost of running functions in the HCC, we propose an adaptive and efficient function delivery engine, named <italic xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>FaaSDeliver</i> , which automatically unearths a cost-efficient function delivery policy (FDP) for each function, including the FaaS platform selection and resource allocation. Real system implementation and evaluations in a practical HCC demonstrate that <italic xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>FaaSDeliver</i> can unearth the most cost-efficient FDPs from among 180,200 FDPs after a few trials. <italic xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>FaaSDeliver</i> reduces the average cost of function execution from 38% to 78% compared to some state-of-the-art approaches." @default.
- W4376456937 created "2023-05-14" @default.
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- W4376456937 date "2023-01-01" @default.
- W4376456937 modified "2023-10-18" @default.
- W4376456937 title "FaaSDeliver: Cost-Efficient and QoS-Aware Function Delivery in Computing Continuum" @default.
- W4376456937 doi "https://doi.org/10.1109/tsc.2023.3274769" @default.
- W4376456937 hasPublicationYear "2023" @default.
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